Kubernetes Manifest Doctor
A FastAPI-based tool that analyses Kubernetes YAML manifests, retrieves relevant technical context and uses a locally hosted LLM to explain configuration issues and potential fixes.
SOFTWARE ENGINEER / SERVER ADMINISTRATION
I'm Devaprasad, a Linux infrastructure engineer at Bobcares working across production systems, cloud environments, troubleshooting and automation. Outside my day-to-day role, I build projects around Kubernetes, DevOps and AI infrastructure.
SELECTED WORK
A FastAPI-based tool that analyses Kubernetes YAML manifests, retrieves relevant technical context and uses a locally hosted LLM to explain configuration issues and potential fixes.
A resource-conscious cloud lab using Terraform, OCI, Kubernetes, multi-architecture container builds and a self-hosted model runtime to explore AI workload deployment.
A Bash-based workflow for registering servers, using key-based SSH authentication, running read-only audit checks and generating consistent reports through a jump server.
An active-passive disaster recovery architecture exploring regional resilience, site-to-site VPN connectivity, network failover and cloud security controls.
Project descriptions cover personal labs and engineering work. Individual repository links can be added as projects are ready for public review.
CAREER
Bobcares / Poornam Info Vision
Working with Linux hosting infrastructure and production environments, handling troubleshooting, incident resolution, system optimization and application migrations.
Independent hands-on projects
Building practical experience with cloud infrastructure, infrastructure as code, container orchestration, CI/CD workflows and self-hosted AI systems.
TECHNICAL TOOLKIT
Linux, Bash, systemd, cPanel, Plesk, DirectAdmin, CloudLinux, Nginx, Apache and LiteSpeed.
Oracle Cloud Infrastructure, AWS, Azure, GCP, Terraform and Ansible.
Docker, Kubernetes, K3s, Docker Buildx, Jenkins, GitHub Actions and Git.
MySQL, MariaDB, SQL, DNS, TCP/IP, SSL/TLS, Cloudflare and VPN networking.
Python, Bash, FastAPI, Flask and REST API development.
Ollama, LangChain, Hugging Face embeddings, ChromaDB and retrieval-augmented generation.
EDUCATION
Carmel College of Engineering and Technology
APJ Abdul Kalam Technological University (KTU) · Kerala, IndiaLET'S CONNECT
I'm interested in opportunities around DevOps, cloud infrastructure, site reliability and AI infrastructure.